Report

Dataset statistics

Number of variables	21
Number of observations	4213
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	691.3 KiB
Average record size in memory	168.0 B

Variable types

Numeric	21

Alerts

`angle_of_incidence` is highly overall correlated with `generated_power_kw` and 2 other fields	High correlation
`azimuth` is highly overall correlated with `relative_humidity_2_m_above_gnd` and 1 other fields	High correlation
`generated_power_kw` is highly overall correlated with `angle_of_incidence` and 2 other fields	High correlation
`low_cloud_cover_low_cld_lay` is highly overall correlated with `total_cloud_cover_sfc`	High correlation
`medium_cloud_cover_mid_cld_lay` is highly overall correlated with `total_cloud_cover_sfc`	High correlation
`relative_humidity_2_m_above_gnd` is highly overall correlated with `azimuth` and 2 other fields	High correlation
`shortwave_radiation_backwards_sfc` is highly overall correlated with `angle_of_incidence` and 5 other fields	High correlation
`temperature_2_m_above_gnd` is highly overall correlated with `relative_humidity_2_m_above_gnd` and 2 other fields	High correlation
`total_cloud_cover_sfc` is highly overall correlated with `low_cloud_cover_low_cld_lay` and 1 other fields	High correlation
`wind_direction_10_m_above_gnd` is highly overall correlated with `wind_direction_80_m_above_gnd` and 1 other fields	High correlation
`wind_direction_80_m_above_gnd` is highly overall correlated with `wind_direction_10_m_above_gnd` and 1 other fields	High correlation
`wind_direction_900_mb` is highly overall correlated with `wind_direction_10_m_above_gnd` and 1 other fields	High correlation
`wind_gust_10_m_above_gnd` is highly overall correlated with `wind_speed_10_m_above_gnd` and 2 other fields	High correlation
`wind_speed_10_m_above_gnd` is highly overall correlated with `wind_gust_10_m_above_gnd` and 2 other fields	High correlation
`wind_speed_80_m_above_gnd` is highly overall correlated with `wind_gust_10_m_above_gnd` and 2 other fields	High correlation
`wind_speed_900_mb` is highly overall correlated with `wind_gust_10_m_above_gnd` and 2 other fields	High correlation
`zenith` is highly overall correlated with `angle_of_incidence` and 3 other fields	High correlation
`snowfall_amount_sfc` is highly skewed (γ1 = 26.27829894)	Skewed
`generated_power_kw` has unique values	Unique
`total_precipitation_sfc` has 3906 (92.7%) zeros	Zeros
`snowfall_amount_sfc` has 4166 (98.9%) zeros	Zeros
`total_cloud_cover_sfc` has 1668 (39.6%) zeros	Zeros
`high_cloud_cover_high_cld_lay` has 2910 (69.1%) zeros	Zeros
`medium_cloud_cover_mid_cld_lay` has 2807 (66.6%) zeros	Zeros
`low_cloud_cover_low_cld_lay` has 2681 (63.6%) zeros	Zeros
`shortwave_radiation_backwards_sfc` has 531 (12.6%) zeros	Zeros

Reproduction

Analysis started	2024-03-15 20:00:52.243019
Analysis finished	2024-03-15 20:01:22.532990
Duration	30.29 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

temperature_2_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	2413
Distinct (%)	57.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.068111

Minimum	-5.35
Maximum	34.9
Zeros	1
Zeros (%)	< 0.1%
Negative	129
Negative (%)	3.1%
Memory size	33.0 KiB

Quantile statistics

Minimum	-5.35
5-th percentile	1.346
Q1	8.39
median	14.75
Q3	21.29
95-th percentile	30.642
Maximum	34.9
Range	40.25
Interquartile range (IQR)	12.9

Descriptive statistics

Standard deviation	8.8536768
Coefficient of variation (CV)	0.5875771
Kurtosis	-0.71074666
Mean	15.068111
Median Absolute Deviation (MAD)	6.43
Skewness	0.14598647
Sum	63481.95
Variance	78.387593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.64	7	0.2%
12.35	7	0.2%
17.5	7	0.2%
15.06	6	0.1%
16.32	6	0.1%
14.08	6	0.1%
16.64	6	0.1%
13.75	6	0.1%
13.24	6	0.1%
15.84	6	0.1%
Other values (2403)	4150	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.35	1	< 0.1%
-5.05	1	< 0.1%
-4.92	1	< 0.1%
-4.84	1	< 0.1%
-4.58	1	< 0.1%
-4.53	1	< 0.1%
-4.38	1	< 0.1%
-4.36	1	< 0.1%
-4.35	1	< 0.1%
-4.33	1	< 0.1%

Value	Count	Frequency (%)
34.9	1	< 0.1%
34.85	1	< 0.1%
34.81	1	< 0.1%
34.76	1	< 0.1%
34.66	1	< 0.1%
34.63	1	< 0.1%
34.61	1	< 0.1%
34.54	1	< 0.1%
34.49	1	< 0.1%
34.47	1	< 0.1%

relative_humidity_2_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	94
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.361025

Minimum	7
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	7
5-th percentile	18
Q1	32
median	48
Q3	70
95-th percentile	93
Maximum	100
Range	93
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	23.525864
Coefficient of variation (CV)	0.45804895
Kurtosis	-1.0259103
Mean	51.361025
Median Absolute Deviation (MAD)	19
Skewness	0.29687054
Sum	216384
Variance	553.46626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	80	1.9%
33	79	1.9%
26	77	1.8%
48	77	1.8%
24	76	1.8%
40	76	1.8%
35	74	1.8%
25	73	1.7%
36	69	1.6%
44	68	1.6%
Other values (84)	3464	82.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	2	< 0.1%
8	4	0.1%
9	5	0.1%
10	5	0.1%
11	14	0.3%
12	7	0.2%
13	16	0.4%
14	20	0.5%
15	31	0.7%
16	33	0.8%

Value	Count	Frequency (%)
100	3	0.1%
99	9	0.2%
98	10	0.2%
97	15	0.4%
96	34	0.8%
95	46	1.1%
94	63	1.5%
93	41	1.0%
92	49	1.2%
91	44	1.0%

mean_sea_level_pressure_MSL
Real number (ℝ)

Distinct	376
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1019.3378

Minimum	997.5
Maximum	1046.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	997.5
5-th percentile	1009.86
Q1	1014.5
median	1018.1
Q3	1023.6
95-th percentile	1032.3
Maximum	1046.8
Range	49.3
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	7.022867
Coefficient of variation (CV)	0.0068896366
Kurtosis	0.19192976
Mean	1019.3378
Median Absolute Deviation (MAD)	4.2
Skewness	0.51727957
Sum	4294470.2
Variance	49.320662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1016.9	40	0.9%
1018.1	40	0.9%
1014.1	39	0.9%
1017	37	0.9%
1017.3	37	0.9%
1018.7	37	0.9%
1016.6	37	0.9%
1017.6	36	0.9%
1015.8	35	0.8%
1014.8	35	0.8%
Other values (366)	3840	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
997.5	1	< 0.1%
998.3	1	< 0.1%
998.5	1	< 0.1%
999.2	1	< 0.1%
1000.3	2	< 0.1%
1000.5	1	< 0.1%
1000.7	2	< 0.1%
1000.8	1	< 0.1%
1000.9	2	< 0.1%
1001	1	< 0.1%

Value	Count	Frequency (%)
1046.8	1	< 0.1%
1046.6	2	< 0.1%
1045.1	1	< 0.1%
1044	1	< 0.1%
1042.8	1	< 0.1%
1042.4	1	< 0.1%
1042.3	1	< 0.1%
1042.2	1	< 0.1%
1042.1	2	< 0.1%
1041.9	1	< 0.1%

total_precipitation_sfc
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.031758842

Minimum	0
Maximum	3.2
Zeros	3906
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2
Maximum	3.2
Range	3.2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.17021205
Coefficient of variation (CV)	5.3595171
Kurtosis	94.178894
Mean	0.031758842
Median Absolute Deviation (MAD)	0
Skewness	8.6303359
Sum	133.8
Variance	0.028972143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	3906	92.7%
0.1	83	2.0%
0.2	56	1.3%
0.3	52	1.2%
0.4	30	0.7%
0.5	20	0.5%
0.7	12	0.3%
0.6	10	0.2%
1.1	6	0.1%
0.8	6	0.1%
Other values (13)	32	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3906	92.7%
0.1	83	2.0%
0.2	56	1.3%
0.3	52	1.2%
0.4	30	0.7%
0.5	20	0.5%
0.6	10	0.2%
0.7	12	0.3%
0.8	6	0.1%
0.9	2	< 0.1%

Value	Count	Frequency (%)
3.2	1	< 0.1%
2.3	1	< 0.1%
2.2	3	0.1%
2	2	< 0.1%
1.9	2	< 0.1%
1.7	2	< 0.1%
1.6	2	< 0.1%
1.5	4	0.1%
1.4	4	0.1%
1.3	4	0.1%

snowfall_amount_sfc
Real number (ℝ)

SKEWED ZEROS

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0028079753

Minimum	0
Maximum	1.68
Zeros	4166
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.68
Range	1.68
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.038014847
Coefficient of variation (CV)	13.53817
Kurtosis	973.3
Mean	0.0028079753
Median Absolute Deviation (MAD)	0
Skewness	26.278299
Sum	11.83
Variance	0.0014451286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	4166	98.9%
0.14	12	0.3%
0.07	11	0.3%
0.21	8	0.2%
0.28	6	0.1%
0.42	2	< 0.1%
0.35	2	< 0.1%
0.63	2	< 0.1%
0.49	2	< 0.1%
1.68	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4166	98.9%
0.07	11	0.3%
0.14	12	0.3%
0.21	8	0.2%
0.28	6	0.1%
0.35	2	< 0.1%
0.42	2	< 0.1%
0.49	2	< 0.1%
0.56	1	< 0.1%
0.63	2	< 0.1%

Value	Count	Frequency (%)
1.68	1	< 0.1%
0.63	2	< 0.1%
0.56	1	< 0.1%
0.49	2	< 0.1%
0.42	2	< 0.1%
0.35	2	< 0.1%
0.28	6	0.1%
0.21	8	0.2%
0.14	12	0.3%
0.07	11	0.3%

total_cloud_cover_sfc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	160
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.05699

Minimum	0
Maximum	100
Zeros	1668
Zeros (%)	39.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8.7
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	42.843638
Coefficient of variation (CV)	1.2579983
Kurtosis	-1.298113
Mean	34.05699
Median Absolute Deviation (MAD)	8.7
Skewness	0.73949911
Sum	143482.1
Variance	1835.5773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1668	39.6%
100	1076	25.5%
10	306	7.3%
30	64	1.5%
2	32	0.8%
0.3	26	0.6%
3	25	0.6%
0.6	23	0.5%
1.2	18	0.4%
4.8	18	0.4%
Other values (150)	957	22.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1668	39.6%
0.3	26	0.6%
0.6	23	0.5%
0.9	17	0.4%
1	15	0.4%
1.2	18	0.4%
1.5	15	0.4%
1.8	6	0.1%
2	32	0.8%
2.1	15	0.4%

Value	Count	Frequency (%)
100	1076	25.5%
99	1	< 0.1%
98	4	0.1%
97	4	0.1%
96	2	< 0.1%
95	1	< 0.1%
94	5	0.1%
93	4	0.1%
92	5	0.1%
91	7	0.2%

high_cloud_cover_high_cld_lay
Real number (ℝ)

ZEROS

Distinct	97
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.458818

Minimum	0
Maximum	100
Zeros	2910
Zeros (%)	69.1%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	30.711707
Coefficient of variation (CV)	2.1240815
Kurtosis	3.0533309
Mean	14.458818
Median Absolute Deviation (MAD)	0
Skewness	2.1432886
Sum	60915
Variance	943.20895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2910	69.1%
100	380	9.0%
1	47	1.1%
2	45	1.1%
3	32	0.8%
4	31	0.7%
5	30	0.7%
16	30	0.7%
12	26	0.6%
17	25	0.6%
Other values (87)	657	15.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2910	69.1%
1	47	1.1%
2	45	1.1%
3	32	0.8%
4	31	0.7%
5	30	0.7%
6	10	0.2%
7	22	0.5%
8	18	0.4%
9	24	0.6%

Value	Count	Frequency (%)
100	380	9.0%
98	3	0.1%
97	4	0.1%
96	5	0.1%
95	4	0.1%
94	3	0.1%
93	1	< 0.1%
92	3	0.1%
91	3	0.1%
90	2	< 0.1%

medium_cloud_cover_mid_cld_lay
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	98
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.023499

Minimum	0
Maximum	100
Zeros	2807
Zeros (%)	66.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	10
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	36.387948
Coefficient of variation (CV)	1.8172623
Kurtosis	0.5945203
Mean	20.023499
Median Absolute Deviation (MAD)	0
Skewness	1.537975
Sum	84359
Variance	1324.0828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2807	66.6%
100	587	13.9%
10	270	6.4%
2	21	0.5%
4	13	0.3%
6	12	0.3%
65	11	0.3%
36	11	0.3%
1	11	0.3%
3	10	0.2%
Other values (88)	460	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2807	66.6%
1	11	0.3%
2	21	0.5%
3	10	0.2%
4	13	0.3%
5	8	0.2%
6	12	0.3%
7	3	0.1%
8	8	0.2%
9	6	0.1%

Value	Count	Frequency (%)
100	587	13.9%
98	2	< 0.1%
97	3	0.1%
96	2	< 0.1%
95	1	< 0.1%
94	5	0.1%
93	3	0.1%
92	3	0.1%
91	2	< 0.1%
90	5	0.1%

low_cloud_cover_low_cld_lay
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	99
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.373368

Minimum	0
Maximum	100
Zeros	2681
Zeros (%)	63.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	10
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	38.013885
Coefficient of variation (CV)	1.7785632
Kurtosis	0.25278541
Mean	21.373368
Median Absolute Deviation (MAD)	0
Skewness	1.4492819
Sum	90046
Variance	1445.0555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2681	63.6%
100	690	16.4%
10	291	6.9%
2	45	1.1%
1	30	0.7%
3	28	0.7%
5	20	0.5%
4	19	0.5%
6	18	0.4%
9	13	0.3%
Other values (89)	378	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2681	63.6%
1	30	0.7%
2	45	1.1%
3	28	0.7%
4	19	0.5%
5	20	0.5%
6	18	0.4%
7	9	0.2%
8	8	0.2%
9	13	0.3%

Value	Count	Frequency (%)
100	690	16.4%
99	1	< 0.1%
98	3	0.1%
97	3	0.1%
95	1	< 0.1%
94	1	< 0.1%
93	2	< 0.1%
92	3	0.1%
91	6	0.1%
89	3	0.1%

shortwave_radiation_backwards_sfc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1015
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	387.75904

Minimum	0
Maximum	952.3
Zeros	531
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	142.4
median	381.81
Q3	599.86
95-th percentile	862.766
Maximum	952.3
Range	952.3
Interquartile range (IQR)	457.46

Descriptive statistics

Standard deviation	278.45929
Coefficient of variation (CV)	0.71812458
Kurtosis	-1.0542295
Mean	387.75904
Median Absolute Deviation (MAD)	225.17
Skewness	0.1726937
Sum	1633628.8
Variance	77539.578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	531	12.6%
2.67	19	0.5%
1.78	15	0.4%
5.34	13	0.3%
385.37	11	0.3%
388.04	11	0.3%
351.55	11	0.3%
251.87	11	0.3%
421.86	11	0.3%
0.89	10	0.2%
Other values (1005)	3570	84.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	531	12.6%
0.89	10	0.2%
1.78	15	0.4%
2.67	19	0.5%
3.56	10	0.2%
4.45	9	0.2%
5.34	13	0.3%
6.23	4	0.1%
7.12	5	0.1%
8.01	8	0.2%

Value	Count	Frequency (%)
952.3	1	< 0.1%
946.96	1	< 0.1%
945.18	1	< 0.1%
942.51	1	< 0.1%
941.62	1	< 0.1%
938.95	2	< 0.1%
938.06	1	< 0.1%
937.17	2	< 0.1%
936.28	2	< 0.1%
935.39	1	< 0.1%

wind_speed_10_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	1505
Distinct (%)	35.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.228787

Minimum	0
Maximum	61.18
Zeros	3
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.55
Q1	9.01
median	14.46
Q3	21.84
95-th percentile	35.78
Maximum	61.18
Range	61.18
Interquartile range (IQR)	12.83

Descriptive statistics

Standard deviation	9.8769477
Coefficient of variation (CV)	0.60860665
Kurtosis	1.141266
Mean	16.228787
Median Absolute Deviation (MAD)	6.17
Skewness	1.0177509
Sum	68371.88
Variance	97.554096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.69	17	0.4%
9.01	15	0.4%
11.97	15	0.4%
15.48	14	0.3%
2.9	14	0.3%
1.8	14	0.3%
7.9	14	0.3%
16.6	13	0.3%
8.56	13	0.3%
10.44	13	0.3%
Other values (1495)	4071	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.1%
0.36	7	0.2%
0.51	3	0.1%
0.72	6	0.1%
0.8	7	0.2%
1.02	2	< 0.1%
1.08	6	0.1%
1.14	4	0.1%
1.3	6	0.1%
1.44	3	0.1%

Value	Count	Frequency (%)
61.18	1	< 0.1%
59.89	1	< 0.1%
55.92	1	< 0.1%
55.63	1	< 0.1%
55.29	1	< 0.1%
54.94	1	< 0.1%
54.67	1	< 0.1%
54.4	1	< 0.1%
53.53	1	< 0.1%
53.46	1	< 0.1%

wind_direction_10_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	2497
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	195.07845

Minimum	0.54
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0.54
5-th percentile	12.68
Q1	153.19
median	191.77
Q3	292.07
95-th percentile	350.802
Maximum	360
Range	359.46
Interquartile range (IQR)	138.88

Descriptive statistics

Standard deviation	106.62678
Coefficient of variation (CV)	0.54658411
Kurtosis	-0.91602431
Mean	195.07845
Median Absolute Deviation (MAD)	84.86
Skewness	-0.30077309
Sum	821865.52
Variance	11369.271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	89	2.1%
360	71	1.7%
270	36	0.9%
315	22	0.5%
90	18	0.4%
225	17	0.4%
206.57	17	0.4%
45	16	0.4%
18.43	15	0.4%
165.96	15	0.4%
Other values (2487)	3897	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.54	1	< 0.1%
0.84	1	< 0.1%
1.04	1	< 0.1%
1.12	1	< 0.1%
1.19	1	< 0.1%
1.27	1	< 0.1%
1.43	2	< 0.1%
1.45	1	< 0.1%
1.51	1	< 0.1%
1.55	1	< 0.1%

Value	Count	Frequency (%)
360	71	1.7%
359.05	1	< 0.1%
358.92	1	< 0.1%
358.9	1	< 0.1%
358.88	1	< 0.1%
358.85	1	< 0.1%
358.67	4	0.1%
358.64	1	< 0.1%
358.6	2	< 0.1%
358.53	1	< 0.1%

wind_speed_80_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	1761
Distinct (%)	41.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.978483

Minimum	0
Maximum	66.88
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.58
Q1	10.14
median	16.24
Q3	26.14
95-th percentile	43.096
Maximum	66.88
Range	66.88
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.99996
Coefficient of variation (CV)	0.6322929
Kurtosis	0.57034405
Mean	18.978483
Median Absolute Deviation (MAD)	7.34
Skewness	0.93151948
Sum	79956.35
Variance	143.99905
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.1	13	0.3%
4.69	12	0.3%
12.98	12	0.3%
10.5	12	0.3%
7.9	12	0.3%
3.6	11	0.3%
6.92	11	0.3%
13.68	11	0.3%
3.32	11	0.3%
11.18	11	0.3%
Other values (1751)	4097	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.36	3	0.1%
0.51	3	0.1%
0.72	8	0.2%
0.8	6	0.1%
1.02	2	< 0.1%
1.08	3	0.1%
1.14	10	0.2%
1.3	4	0.1%
1.44	7	0.2%

Value	Count	Frequency (%)
66.88	1	< 0.1%
64.9	1	< 0.1%
64.11	1	< 0.1%
63.7	1	< 0.1%
63.64	1	< 0.1%
62.95	1	< 0.1%
62.74	1	< 0.1%
61.43	1	< 0.1%
61.35	1	< 0.1%
60.97	1	< 0.1%

wind_direction_80_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	2712
Distinct (%)	64.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	191.16686

Minimum	1.12
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	1.12
5-th percentile	12.622
Q1	130.24
median	187.77
Q3	292.04
95-th percentile	349.326
Maximum	360
Range	358.88
Interquartile range (IQR)	161.8

Descriptive statistics

Standard deviation	108.76002
Coefficient of variation (CV)	0.56892717
Kurtosis	-1.0507898
Mean	191.16686
Median Absolute Deviation (MAD)	96.85
Skewness	-0.24041367
Sum	805385.99
Variance	11828.742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
360	66	1.6%
180	51	1.2%
270	38	0.9%
90	22	0.5%
26.57	22	0.5%
315	21	0.5%
225	18	0.4%
45	16	0.4%
206.57	14	0.3%
161.57	14	0.3%
Other values (2702)	3931	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.12	1	< 0.1%
1.22	1	< 0.1%
1.27	2	< 0.1%
1.47	1	< 0.1%
1.64	1	< 0.1%
1.68	1	< 0.1%
1.79	2	< 0.1%
1.85	1	< 0.1%
1.91	1	< 0.1%
1.96	1	< 0.1%

Value	Count	Frequency (%)
360	66	1.6%
359.57	1	< 0.1%
359.53	1	< 0.1%
359.47	1	< 0.1%
359.43	1	< 0.1%
359.41	1	< 0.1%
358.82	1	< 0.1%
358.74	1	< 0.1%
358.73	1	< 0.1%
358.68	1	< 0.1%

wind_speed_900_mb
Real number (ℝ)

HIGH CORRELATION

Distinct	1528
Distinct (%)	36.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.36319

Minimum	0
Maximum	61.11
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.42
Q1	9.18
median	14.49
Q3	21.97
95-th percentile	35.746
Maximum	61.11
Range	61.11
Interquartile range (IQR)	12.79

Descriptive statistics

Standard deviation	9.8853301
Coefficient of variation (CV)	0.60411998
Kurtosis	1.0526061
Mean	16.36319
Median Absolute Deviation (MAD)	6.2
Skewness	0.99021372
Sum	68938.12
Variance	97.719751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.69	17	0.4%
13.32	15	0.4%
10.59	14	0.3%
2.9	14	0.3%
8.71	13	0.3%
14.76	13	0.3%
11.3	13	0.3%
12.98	12	0.3%
13.85	12	0.3%
7.7	12	0.3%
Other values (1518)	4078	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.36	4	0.1%
0.51	4	0.1%
0.72	5	0.1%
0.8	2	< 0.1%
1.02	4	0.1%
1.08	3	0.1%
1.14	7	0.2%
1.3	4	0.1%
1.44	8	0.2%

Value	Count	Frequency (%)
61.11	1	< 0.1%
59.13	1	< 0.1%
55.64	1	< 0.1%
55.04	1	< 0.1%
54.94	2	< 0.1%
54.4	1	< 0.1%
53.97	1	< 0.1%
53.86	1	< 0.1%
52.99	1	< 0.1%
52.92	1	< 0.1%

wind_direction_900_mb
Real number (ℝ)

HIGH CORRELATION

Distinct	2510
Distinct (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	192.44791

Minimum	1.12
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	1.12
5-th percentile	12.336
Q1	148.22
median	187.99
Q3	288
95-th percentile	350.142
Maximum	360
Range	358.88
Interquartile range (IQR)	139.78

Descriptive statistics

Standard deviation	106.51619
Coefficient of variation (CV)	0.55348065
Kurtosis	-0.9373646
Mean	192.44791
Median Absolute Deviation (MAD)	84.4
Skewness	-0.26576868
Sum	810783.05
Variance	11345.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	103	2.4%
360	79	1.9%
270	37	0.9%
225	28	0.7%
315	20	0.5%
198.43	17	0.4%
296.57	17	0.4%
161.57	16	0.4%
90	16	0.4%
18.43	15	0.4%
Other values (2500)	3865	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.12	1	< 0.1%
1.15	1	< 0.1%
1.17	1	< 0.1%
1.36	1	< 0.1%
1.4	1	< 0.1%
1.55	1	< 0.1%
1.61	1	< 0.1%
1.64	1	< 0.1%
1.68	3	0.1%
1.74	1	< 0.1%

Value	Count	Frequency (%)
360	79	1.9%
359.48	2	< 0.1%
359.34	1	< 0.1%
359.33	1	< 0.1%
358.99	1	< 0.1%
358.94	1	< 0.1%
358.93	1	< 0.1%
358.75	1	< 0.1%
358.67	1	< 0.1%
358.64	1	< 0.1%

wind_gust_10_m_above_gnd
Real number (ℝ)

HIGH CORRELATION

Distinct	189
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.583489

Minimum	0.72
Maximum	84.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0.72
5-th percentile	5.04
Q1	11.16
median	18
Q3	27
95-th percentile	45.36
Maximum	84.96
Range	84.24
Interquartile range (IQR)	15.84

Descriptive statistics

Standard deviation	12.648899
Coefficient of variation (CV)	0.61451675
Kurtosis	1.4141652
Mean	20.583489
Median Absolute Deviation (MAD)	7.92
Skewness	1.1112268
Sum	86718.24
Variance	159.99465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.52	75	1.8%
15.12	66	1.6%
15.48	65	1.5%
8.28	63	1.5%
9.72	63	1.5%
9	62	1.5%
11.88	62	1.5%
12.6	62	1.5%
10.8	61	1.4%
11.16	59	1.4%
Other values (179)	3575	84.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.72	4	0.1%
1.08	3	0.1%
1.44	13	0.3%
1.8	10	0.2%
2.16	14	0.3%
2.52	19	0.5%
2.88	14	0.3%
3.24	21	0.5%
3.6	29	0.7%
3.96	21	0.5%

Value	Count	Frequency (%)
84.96	1	< 0.1%
84.24	1	< 0.1%
82.44	1	< 0.1%
74.52	1	< 0.1%
73.08	1	< 0.1%
72.36	2	< 0.1%
71.28	1	< 0.1%
70.92	1	< 0.1%
70.56	2	< 0.1%
70.2	1	< 0.1%

angle_of_incidence
Real number (ℝ)

HIGH CORRELATION

Distinct	4211
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.83749

Minimum	3.7553228
Maximum	121.63592
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	3.7553228
5-th percentile	14.655781
Q1	29.408181
median	47.335557
Q3	69.197492
95-th percentile	102.01586
Maximum	121.63592
Range	117.8806
Interquartile range (IQR)	39.789311

Descriptive statistics

Standard deviation	26.638965
Coefficient of variation (CV)	0.52400237
Kurtosis	-0.56345312
Mean	50.83749
Median Absolute Deviation (MAD)	19.649951
Skewness	0.48044567
Sum	214178.35
Variance	709.63446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61.209215	3	0.1%
58.753108	1	< 0.1%
88.591157	1	< 0.1%
88.682516	1	< 0.1%
74.137204	1	< 0.1%
59.698698	1	< 0.1%
45.542369	1	< 0.1%
32.085911	1	< 0.1%
20.829751	1	< 0.1%
16.811749	1	< 0.1%
Other values (4201)	4201	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.7553228	1	< 0.1%
3.7667248	1	< 0.1%
3.8204094	1	< 0.1%
3.849398	1	< 0.1%
3.8903824	1	< 0.1%
3.9787206	1	< 0.1%
4.0875217	1	< 0.1%
4.1442438	1	< 0.1%
4.2621629	1	< 0.1%
4.3393921	1	< 0.1%

Value	Count	Frequency (%)
121.63592	1	< 0.1%
121.4087	1	< 0.1%
117.78135	1	< 0.1%
117.72807	1	< 0.1%
117.72095	1	< 0.1%
117.7039	1	< 0.1%
117.67338	1	< 0.1%
117.66671	1	< 0.1%
117.65179	1	< 0.1%
117.56377	1	< 0.1%

zenith
Real number (ℝ)

HIGH CORRELATION

Distinct	4211
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.980947

Minimum	17.727761
Maximum	128.41537
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	17.727761
5-th percentile	24.620352
Q1	45.291631
median	62.142611
Q3	74.346737
95-th percentile	92.545059
Maximum	128.41537
Range	110.68761
Interquartile range (IQR)	29.055106

Descriptive statistics

Standard deviation	19.857711
Coefficient of variation (CV)	0.33106699
Kurtosis	-0.51386389
Mean	59.980947
Median Absolute Deviation (MAD)	13.597239
Skewness	-0.11127873
Sum	252699.73
Variance	394.3287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.557956	3	0.1%
83.237322	1	< 0.1%
80.708745	1	< 0.1%
80.542863	1	< 0.1%
69.274677	1	< 0.1%
58.044645	1	< 0.1%
47.331054	1	< 0.1%
37.903421	1	< 0.1%
31.187585	1	< 0.1%
29.195422	1	< 0.1%
Other values (4201)	4201	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.727761	1	< 0.1%
17.730682	1	< 0.1%
17.731616	1	< 0.1%
17.740688	1	< 0.1%
17.742244	1	< 0.1%
17.757203	1	< 0.1%
17.759728	1	< 0.1%
17.780767	1	< 0.1%
17.784257	1	< 0.1%
17.811201	1	< 0.1%

Value	Count	Frequency (%)
128.41537	1	< 0.1%
127.97644	1	< 0.1%
121.46318	1	< 0.1%
120.23022	1	< 0.1%
119.3571	1	< 0.1%
118.85498	1	< 0.1%
118.67814	1	< 0.1%
118.49663	1	< 0.1%
118.31051	1	< 0.1%
118.11981	1	< 0.1%

azimuth
Real number (ℝ)

HIGH CORRELATION

Distinct	4210
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	169.16765

Minimum	54.379093
Maximum	289.04518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	54.379093
5-th percentile	73.24213
Q1	114.1366
median	163.24165
Q3	225.08562
95-th percentile	271.21355
Maximum	289.04518
Range	234.66609
Interquartile range (IQR)	110.94902

Descriptive statistics

Standard deviation	64.568385
Coefficient of variation (CV)	0.38168281
Kurtosis	-1.209467
Mean	169.16765
Median Absolute Deviation (MAD)	56.0946
Skewness	0.08114954
Sum	712703.31
Variance	4169.0763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107.98492	3	0.1%
129.09833	2	< 0.1%
72.941963	1	< 0.1%
269.61159	1	< 0.1%
260.53663	1	< 0.1%
248.63179	1	< 0.1%
233.30957	1	< 0.1%
212.17348	1	< 0.1%
128.33543	1	< 0.1%
82.639371	1	< 0.1%
Other values (4200)	4200	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.379093	1	< 0.1%
54.44202	1	< 0.1%
54.444449	1	< 0.1%
54.444775	1	< 0.1%
54.451978	1	< 0.1%
54.45271	1	< 0.1%
54.464604	1	< 0.1%
54.48224	1	< 0.1%
54.483961	1	< 0.1%
54.484228	1	< 0.1%

Value	Count	Frequency (%)
289.04518	1	< 0.1%
288.92427	1	< 0.1%
288.89975	1	< 0.1%
288.88994	1	< 0.1%
288.88203	1	< 0.1%
288.8688	1	< 0.1%
288.84476	1	< 0.1%
288.74276	1	< 0.1%
288.72197	1	< 0.1%
288.71491	1	< 0.1%

generated_power_kw
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	4213
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1134.3473

Minimum	0.000595238
Maximum	3056.7941
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0.000595238
5-th percentile	8.6381164
Q1	231.70045
median	971.64265
Q3	2020.9667
95-th percentile	2632.6569
Maximum	3056.7941
Range	3056.7935
Interquartile range (IQR)	1789.2662

Descriptive statistics

Standard deviation	937.95725
Coefficient of variation (CV)	0.82686955
Kurtosis	-1.3620671
Mean	1134.3473
Median Absolute Deviation (MAD)	849.06246
Skewness	0.32402487
Sum	4779005.2
Variance	879763.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
454.10095	1	< 0.1%
125.47389	1	< 0.1%
45.284444	1	< 0.1%
438.81139	1	< 0.1%
1130.5908	1	< 0.1%
1787.7698	1	< 0.1%
2252.2699	1	< 0.1%
2515.3178	1	< 0.1%
661.30815	1	< 0.1%
141.84712	1	< 0.1%
Other values (4203)	4203	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000595238	1	< 0.1%
0.001666667	1	< 0.1%
0.003205128	1	< 0.1%
0.003333333	1	< 0.1%
0.003409091	1	< 0.1%
0.003448276	1	< 0.1%
0.003846154	1	< 0.1%
0.003921569	1	< 0.1%
0.00462963	1	< 0.1%
0.006018519	1	< 0.1%

Value	Count	Frequency (%)
3056.7941	1	< 0.1%
3049.4668	1	< 0.1%
3042.2762	1	< 0.1%
3036.9697	1	< 0.1%
3000.4989	1	< 0.1%
2999.3172	1	< 0.1%
2997.9068	1	< 0.1%
2977.094	1	< 0.1%
2976.7425	1	< 0.1%
2964.7868	1	< 0.1%

Auto

Heatmap
Table

	angle_of_incidence	azimuth	generated_power_kw	high_cloud_cover_high_cld_lay	low_cloud_cover_low_cld_lay	mean_sea_level_pressure_MSL	medium_cloud_cover_mid_cld_lay	relative_humidity_2_m_above_gnd	shortwave_radiation_backwards_sfc	snowfall_amount_sfc	temperature_2_m_above_gnd	total_cloud_cover_sfc	total_precipitation_sfc	wind_direction_10_m_above_gnd	wind_direction_80_m_above_gnd	wind_direction_900_mb	wind_gust_10_m_above_gnd	wind_speed_10_m_above_gnd	wind_speed_80_m_above_gnd	wind_speed_900_mb	zenith
angle_of_incidence	1.000	-0.262	-0.669	-0.046	-0.005	-0.064	-0.044	0.221	-0.565	-0.030	-0.079	-0.024	-0.054	0.053	0.043	0.055	-0.114	-0.157	-0.043	-0.117	0.705
azimuth	-0.262	1.000	-0.053	0.013	-0.016	-0.155	0.073	-0.522	0.566	0.006	0.366	0.002	0.039	0.033	0.036	0.021	0.181	0.232	0.093	0.180	-0.260
generated_power_kw	-0.669	-0.053	1.000	-0.125	-0.266	0.147	-0.221	-0.303	0.554	-0.056	0.210	-0.312	-0.158	-0.060	-0.059	-0.066	-0.102	-0.059	-0.141	-0.091	-0.682
high_cloud_cover_high_cld_lay	-0.046	0.013	-0.125	1.000	0.003	0.015	0.475	0.074	-0.089	-0.045	-0.029	0.488	0.031	-0.013	-0.007	-0.007	0.111	0.097	0.109	0.107	0.054
low_cloud_cover_low_cld_lay	-0.005	-0.016	-0.266	0.003	1.000	-0.225	0.287	0.484	-0.307	0.175	-0.357	0.706	0.368	0.072	0.058	0.073	0.203	0.145	0.145	0.133	0.083
mean_sea_level_pressure_MSL	-0.064	-0.155	0.147	0.015	-0.225	1.000	-0.187	0.127	-0.173	-0.073	-0.402	-0.185	-0.234	-0.139	-0.175	-0.146	-0.153	-0.127	-0.082	-0.096	0.270
medium_cloud_cover_mid_cld_lay	-0.044	0.073	-0.221	0.475	0.287	-0.187	1.000	0.099	-0.163	0.028	-0.052	0.685	0.292	0.012	0.024	0.015	0.095	0.078	0.087	0.081	0.006
relative_humidity_2_m_above_gnd	0.221	-0.522	-0.303	0.074	0.484	0.127	0.099	1.000	-0.716	0.142	-0.781	0.385	0.203	-0.017	-0.039	-0.004	0.105	0.054	0.169	0.089	0.499
shortwave_radiation_backwards_sfc	-0.565	0.566	0.554	-0.089	-0.307	-0.173	-0.163	-0.716	1.000	-0.099	0.660	-0.309	-0.159	-0.056	-0.033	-0.062	0.067	0.143	-0.029	0.076	-0.802
snowfall_amount_sfc	-0.030	0.006	-0.056	-0.045	0.175	-0.073	0.028	0.142	-0.099	1.000	-0.169	0.137	0.219	0.058	0.054	0.060	0.131	0.136	0.128	0.132	0.050
temperature_2_m_above_gnd	-0.079	0.366	0.210	-0.029	-0.357	-0.402	-0.052	-0.781	0.660	-0.169	1.000	-0.297	-0.113	0.042	0.078	0.038	-0.139	-0.084	-0.184	-0.125	-0.543
total_cloud_cover_sfc	-0.024	0.002	-0.312	0.488	0.706	-0.185	0.685	0.385	-0.309	0.137	-0.297	1.000	0.293	0.062	0.050	0.068	0.235	0.174	0.183	0.172	0.110
total_precipitation_sfc	-0.054	0.039	-0.158	0.031	0.368	-0.234	0.292	0.203	-0.159	0.219	-0.113	0.293	1.000	0.014	0.020	0.013	0.137	0.114	0.116	0.113	-0.030
wind_direction_10_m_above_gnd	0.053	0.033	-0.060	-0.013	0.072	-0.139	0.012	-0.017	-0.056	0.058	0.042	0.062	0.014	1.000	0.886	0.927	0.039	-0.082	-0.078	-0.099	0.030
wind_direction_80_m_above_gnd	0.043	0.036	-0.059	-0.007	0.058	-0.175	0.024	-0.039	-0.033	0.054	0.078	0.050	0.020	0.886	1.000	0.916	0.044	-0.040	-0.037	-0.055	0.016
wind_direction_900_mb	0.055	0.021	-0.066	-0.007	0.073	-0.146	0.015	-0.004	-0.062	0.060	0.038	0.068	0.013	0.927	0.916	1.000	0.051	-0.060	-0.054	-0.075	0.035
wind_gust_10_m_above_gnd	-0.114	0.181	-0.102	0.111	0.203	-0.153	0.095	0.105	0.067	0.131	-0.139	0.235	0.137	0.039	0.044	0.051	1.000	0.871	0.871	0.860	-0.053
wind_speed_10_m_above_gnd	-0.157	0.232	-0.059	0.097	0.145	-0.127	0.078	0.054	0.143	0.136	-0.084	0.174	0.114	-0.082	-0.040	-0.060	0.871	1.000	0.952	0.989	-0.090
wind_speed_80_m_above_gnd	-0.043	0.093	-0.141	0.109	0.145	-0.082	0.087	0.169	-0.029	0.128	-0.184	0.183	0.116	-0.078	-0.037	-0.054	0.871	0.952	1.000	0.966	0.057
wind_speed_900_mb	-0.117	0.180	-0.091	0.107	0.133	-0.096	0.081	0.089	0.076	0.132	-0.125	0.172	0.113	-0.099	-0.055	-0.075	0.860	0.989	0.966	1.000	-0.029
zenith	0.705	-0.260	-0.682	0.054	0.083	0.270	0.006	0.499	-0.802	0.050	-0.543	0.110	-0.030	0.030	0.016	0.035	-0.053	-0.090	0.057	-0.029	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	temperature_2_m_above_gnd	relative_humidity_2_m_above_gnd	mean_sea_level_pressure_MSL	shortwave_radiation_backwards_sfc	wind_speed_10_m_above_gnd	wind_direction_10_m_above_gnd	wind_speed_80_m_above_gnd	wind_direction_80_m_above_gnd	wind_speed_900_mb	wind_direction_900_mb	wind_gust_10_m_above_gnd	angle_of_incidence	zenith	azimuth	generated_power_kw
0	2.17	31	1035.0	0.00	6.37	312.71	9.36	22.62	6.62	337.62	24.48	58.753108	83.237322	128.33543	454.100950
1	2.31	27	1035.1	1.78	5.15	294.78	5.99	32.74	4.61	321.34	21.96	45.408585	75.143041	139.65530	1411.999400
2	3.65	33	1035.4	108.58	4.68	270.00	3.89	56.31	3.76	286.70	14.04	32.848282	68.820648	152.53769	2214.849300
3	5.82	30	1035.4	258.10	3.60	323.13	3.55	23.96	3.08	339.44	19.80	22.699288	64.883536	166.90159	2527.609200
4	7.73	27	1034.4	375.58	6.21	10.01	6.76	25.20	6.62	22.38	16.56	19.199908	63.795208	182.13526	2640.203400
5	8.69	29	1034.6	449.45	6.29	23.63	7.10	30.47	6.92	27.90	17.28	25.088167	65.700860	197.22062	2546.081600
6	9.72	27	1034.0	469.92	5.96	25.02	6.61	29.36	6.44	26.57	12.96	36.197514	70.351498	211.21422	2270.320700
7	10.07	28	1034.1	436.99	7.07	14.74	7.63	19.29	7.52	16.70	10.80	49.073008	77.228779	223.65641	1063.830200
8	9.38	32	1033.9	353.33	9.42	6.58	10.50	5.91	10.14	6.12	11.52	62.371140	85.585411	234.50308	86.817611
9	6.54	47	1035.1	228.73	7.92	360.00	12.25	1.68	11.53	1.79	12.24	105.866560	121.463180	216.06756	9.666667

	temperature_2_m_above_gnd	relative_humidity_2_m_above_gnd	mean_sea_level_pressure_MSL	total_precipitation_sfc	total_cloud_cover_sfc	high_cloud_cover_high_cld_lay	medium_cloud_cover_mid_cld_lay	low_cloud_cover_low_cld_lay	shortwave_radiation_backwards_sfc	wind_speed_10_m_above_gnd	wind_direction_10_m_above_gnd	wind_speed_80_m_above_gnd	wind_direction_80_m_above_gnd	wind_speed_900_mb	wind_direction_900_mb	wind_gust_10_m_above_gnd	angle_of_incidence	zenith	azimuth	generated_power_kw
4203	11.54	54	1023.9	0.0	6.6	22	0	0	339.09	21.96	179.06	25.20	180.00	22.33	178.15	31.32	49.353298	77.504836	223.76691	88.522500
4204	3.13	94	1025.9	0.0	44.0	33	44	0	0.00	11.59	216.16	17.08	235.30	15.38	212.57	29.52	72.200776	92.520489	118.46938	14.523889
4205	0.73	99	1027.3	0.0	36.0	13	36	0	2.67	13.20	244.13	19.20	263.54	14.08	237.53	21.96	58.634855	83.222229	128.50129	129.439170
4206	5.01	78	1027.4	0.0	100.0	22	35	100	110.36	8.40	260.13	14.78	267.21	7.52	253.30	12.24	45.308666	75.151027	139.82631	389.736670
4207	7.51	72	1026.0	0.0	100.0	100	67	100	137.06	10.63	298.30	12.88	296.57	11.27	296.57	11.88	32.781365	68.857259	152.71076	523.156940
4208	8.69	66	1025.1	0.0	100.0	100	100	100	257.21	21.66	285.42	25.50	283.06	24.01	282.99	25.20	22.700907	64.952098	167.06794	173.410560
4209	7.57	90	1026.1	0.0	100.0	79	100	100	210.04	11.97	6.91	13.00	4.76	11.61	7.13	10.44	19.307487	63.895118	182.28247	403.792220
4210	7.27	90	1026.3	0.1	100.0	73	100	100	113.92	9.01	2.29	8.71	352.87	7.95	354.81	22.32	25.249506	65.827032	197.33868	158.367780
4211	8.25	81	1025.5	0.0	100.0	74	66	100	186.90	7.34	11.31	6.29	13.24	5.94	14.04	15.48	36.361161	70.496313	211.30027	126.953060
4212	8.00	80	1025.3	0.0	100.0	100	100	100	172.66	11.44	12.72	12.07	17.35	11.38	18.43	16.20	48.452849	76.919574	223.04931	20.055031

Overview

Variables

Interactions

Correlations

Missing values

Sample